US Patent Issued to Capital One Services on March 24 for "Determining quality of machine learning model output" (Massachusetts, Virginia, New York Inventors)

ALEXANDRIA, Va., March 24 -- United States Patent no. 12,585,998, issued on March 24, was assigned to Capital One Services LLC (McLean, Va.).

"Determining quality of machine learning model output" was invented by Samuel Sharpe (Cambridge, Mass.), Brian Barr (Schenectady, N.Y.), Isha Hameed (McLean, Va.), Justin Au-Yeung (Somerville, Mass.), Areal Tal (McLean, Va.) and Daniel Barcklow (McLean, Va.).

According to the abstract* released by the U.S. Patent & Trademark Office: "In some aspects, a computing system may generate uninformative features that may be added to a dataset of real features to use as a baseline for determining the quality of an explanation of model output. The uninformative features may be features that do not correlate w...